01
The numbers are trending the wrong way
Most founders treat this as a performance problem. It usually isn't.
The cost per acquisition climbed over the past few months. The team thought it made all the right decisions. And in most cases, they did. The issue isn’t whether the surface level decisions were right or wrong, but whether we’ve made the right splits and looked at each segment, audience, and channel specifically. The issues usually lie in little changes that when you put them all together, they compound and break things.
What we do
- We start looking at each conversion event from the form to each ad platform, and assess the signals and the quality of data
- We review each platform’s historical changes, and match it to CAC, and other key metrics
- Rebuild the cohort level analysis and in some build the growth trackers for CAC at multiple funnel stages
- On top of funnel stages metrics, we break things down by customer segments, each with its own unit economics